Influence of Objective difficulty on Subjective Difficulty
All tasks
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## obj.diff.bin subj.diff.delta.rnd.dda n.rnd n.dda pval shapesdda
## 1: 0.03125 2.202891e-05 50 30 0.17 :( 2
## 2: 0.09375 4.602537e-05 57 56 0.46 :( 2
## 3: 0.15625 1.258355e-06 58 68 0.48 :( 2
## 4: 0.21875 6.996015e-05 58 74 0.76 :( 2
## 5: 0.28125 -1.824034e-02 57 76 0.51 :( 2
## 6: 0.34375 -2.048046e-02 55 80 0.56 :( 2
## 7: 0.40625 2.381477e-02 57 79 0.58 :( 2
## 8: 0.46875 9.527487e-02 58 79 0.023 * 17
## 9: 0.53125 1.047196e-01 58 80 0.0049 ** 17
## 10: 0.59375 1.428403e-01 57 79 0.0014 ** 17
## 11: 0.65625 1.349501e-01 58 78 0.0031 ** 17
## 12: 0.71875 1.071429e-01 58 74 0.0043 ** 17
## 13: 0.78125 8.568599e-02 58 56 0.077 . 2
## 14: 0.84375 1.069216e-05 57 52 0.59 :( 2
## 15: 0.90625 -7.499863e-05 58 30 0.43 :( 2
## 16: 0.96875 0.000000e+00 58 5 <NA> 2
## shapesrnd
## 1: 1
## 2: 1
## 3: 1
## 4: 1
## 5: 1
## 6: 1
## 7: 1
## 8: 16
## 9: 16
## 10: 16
## 11: 16
## 12: 16
## 13: 1
## 14: 1
## 15: 1
## 16: 1
## Warning: Removed 1 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_point).

## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## obj.diff.bin subj.diff.delta.rnd.dda n.rnd n.dda pval shapesdda
## 1: 0.03125 2.408430e-05 37 24 0.47 :( 2
## 2: 0.09375 -1.814486e-05 39 28 0.33 :( 2
## 3: 0.15625 -4.767650e-02 45 27 0.09 . 2
## 4: 0.21875 -4.080788e-02 42 31 0.4 :( 2
## 5: 0.28125 -7.146206e-02 42 32 0.18 :( 2
## 6: 0.34375 -5.074606e-05 40 33 0.87 :( 2
## 7: 0.40625 2.853481e-02 44 34 0.55 :( 2
## 8: 0.46875 1.143330e-01 40 32 0.092 . 2
## 9: 0.53125 1.428449e-01 38 33 0.04 * 17
## 10: 0.59375 1.143383e-01 44 34 0.12 :( 2
## 11: 0.65625 9.630537e-02 42 28 0.17 :( 2
## 12: 0.71875 7.145707e-02 39 24 0.22 :( 2
## 13: 0.78125 8.027594e-06 38 17 1 :( 2
## 14: 0.84375 0.000000e+00 32 7 <NA> 2
## 15: 0.90625 0.000000e+00 31 5 <NA> 2
## 16: 0.96875 0.000000e+00 29 1 <NA> 2
## shapesrnd
## 1: 1
## 2: 1
## 3: 1
## 4: 1
## 5: 1
## 6: 1
## 7: 1
## 8: 1
## 9: 16
## 10: 1
## 11: 1
## 12: 1
## 13: 1
## 14: 1
## 15: 1
## 16: 1
## Warning: Removed 3 rows containing missing values (geom_point).
## Warning: Removed 3 rows containing missing values (geom_point).
## Warning: Removed 3 rows containing missing values (geom_point).
## Warning: Removed 3 rows containing missing values (geom_point).
## Warning: Removed 3 rows containing missing values (geom_point).
## Warning: Removed 3 rows containing missing values (geom_point).
## Warning: Removed 3 rows containing missing values (geom_point).
## Warning: Removed 3 rows containing missing values (geom_point).
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): requested conf.level not achievable
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning: cannot compute confidence interval when all observations are zero
## or tied
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## obj.diff.bin subj.diff.delta.rnd.dda n.rnd n.dda pval shapesdda
## 1: 0.03125 0.000000e+00 18 11 0.065 . 2
## 2: 0.09375 5.421263e-05 27 38 0.024 * 17
## 3: 0.15625 5.557343e-05 33 39 0.25 :( 2
## 4: 0.21875 2.619980e-05 36 41 0.29 :( 2
## 5: 0.28125 -3.577389e-02 39 52 0.13 :( 2
## 6: 0.34375 -1.596341e-02 35 58 0.44 :( 2
## 7: 0.40625 -6.265024e-02 39 58 0.32 :( 2
## 8: 0.46875 1.428880e-01 38 59 0.021 * 17
## 9: 0.53125 1.428708e-01 35 60 0.0054 ** 17
## 10: 0.59375 1.785351e-01 35 56 0.0028 ** 17
## 11: 0.65625 1.280153e-01 32 52 0.083 . 2
## 12: 0.71875 1.428821e-01 40 46 0.013 * 17
## 13: 0.78125 1.793176e-05 38 24 0.5 :( 2
## 14: 0.84375 4.185794e-05 39 30 0.56 :( 2
## 15: 0.90625 -1.061977e-05 31 16 0.95 :( 2
## 16: 0.96875 0.000000e+00 30 1 <NA> 2
## shapesrnd
## 1: 1
## 2: 16
## 3: 1
## 4: 1
## 5: 1
## 6: 1
## 7: 1
## 8: 16
## 9: 16
## 10: 16
## 11: 1
## 12: 16
## 13: 1
## 14: 1
## 15: 1
## 16: 1
## Warning: Removed 1 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_point).

## Warning: Removed 1 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_point).
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): requested conf.level not achievable
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## obj.diff.bin subj.diff.delta.rnd.dda n.rnd n.dda pval shapesdda
## 1: 0.03125 0.000000e+00 0 0 <NA> 2
## 2: 0.09375 0.000000e+00 6 10 <NA> 2
## 3: 0.15625 0.000000e+00 6 26 <NA> 2
## 4: 0.21875 -7.144086e-02 11 30 0.12 :( 2
## 5: 0.28125 0.000000e+00 9 33 <NA> 2
## 6: 0.34375 0.000000e+00 9 34 <NA> 2
## 7: 0.40625 1.269952e-01 12 35 0.33 :( 2
## 8: 0.46875 1.725775e-05 17 34 0.85 :( 2
## 9: 0.53125 -4.756806e-02 15 36 0.6 :( 2
## 10: 0.59375 1.013346e-02 13 36 0.85 :( 2
## 11: 0.65625 7.367097e-02 18 34 0.27 :( 2
## 12: 0.71875 7.142964e-02 15 31 0.43 :( 2
## 13: 0.78125 1.428157e-01 17 26 0.12 :( 2
## 14: 0.84375 4.500638e-05 19 20 0.99 :( 2
## 15: 0.90625 0.000000e+00 19 9 <NA> 2
## 16: 0.96875 0.000000e+00 18 3 <NA> 2
## shapesrnd
## 1: 1
## 2: 1
## 3: 1
## 4: 1
## 5: 1
## 6: 1
## 7: 1
## 8: 1
## 9: 1
## 10: 1
## 11: 1
## 12: 1
## 13: 1
## 14: 1
## 15: 1
## 16: 1
## Warning: Removed 7 rows containing missing values (geom_point).
## Warning: Removed 7 rows containing missing values (geom_point).
## Warning: Removed 7 rows containing missing values (geom_point).
## Warning: Removed 7 rows containing missing values (geom_point).

## Warning: Removed 7 rows containing missing values (geom_point).
## Warning: Removed 7 rows containing missing values (geom_point).
## Warning: Removed 7 rows containing missing values (geom_point).
## Warning: Removed 7 rows containing missing values (geom_point).

Motor task
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): requested conf.level not achievable
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## obj.diff.bin subj.diff.delta.rnd.dda n.rnd n.dda pval shapesdda
## 1: 0.03125 0.000000e+00 0 0 <NA> 2
## 2: 0.09375 0.000000e+00 10 2 <NA> 2
## 3: 0.15625 -2.121548e-05 29 10 0.69 :( 2
## 4: 0.21875 -7.865976e-07 41 25 0.83 :( 2
## 5: 0.28125 -3.563404e-02 47 57 0.23 :( 2
## 6: 0.34375 1.274546e-05 48 68 0.59 :( 2
## 7: 0.40625 4.766385e-02 50 71 0.23 :( 2
## 8: 0.46875 1.071789e-01 52 72 0.034 * 17
## 9: 0.53125 1.428932e-01 52 73 0.0019 ** 17
## 10: 0.59375 2.142801e-01 51 70 0.00018 *** 17
## 11: 0.65625 1.904606e-01 54 54 0.0029 ** 17
## 12: 0.71875 2.860285e-01 54 32 0.00042 *** 17
## 13: 0.78125 3.333623e-01 45 10 0.0038 ** 17
## 14: 0.84375 0.000000e+00 30 3 <NA> 2
## 15: 0.90625 0.000000e+00 15 0 <NA> 2
## 16: 0.96875 0.000000e+00 6 0 <NA> 2
## shapesrnd
## 1: 1
## 2: 1
## 3: 1
## 4: 1
## 5: 1
## 6: 1
## 7: 1
## 8: 16
## 9: 16
## 10: 16
## 11: 16
## 12: 16
## 13: 16
## 14: 1
## 15: 1
## 16: 1
## Warning: Removed 5 rows containing missing values (geom_point).
## Warning: Removed 5 rows containing missing values (geom_point).
## Warning: Removed 5 rows containing missing values (geom_point).
## Warning: Removed 5 rows containing missing values (geom_point).
## Warning: Removed 5 rows containing missing values (geom_point).
## Warning: Removed 5 rows containing missing values (geom_point).
## Warning: Removed 5 rows containing missing values (geom_point).
## Warning: Removed 5 rows containing missing values (geom_point).

## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## obj.diff.bin subj.diff.delta.rnd.dda n.rnd n.dda pval shapesdda
## 1: 0.03125 0.000000e+00 0 0 <NA> 2
## 2: 0.09375 0.000000e+00 10 2 <NA> 2
## 3: 0.15625 0.000000e+00 25 9 <NA> 2
## 4: 0.21875 -5.119168e-05 25 15 0.49 :( 2
## 5: 0.28125 -1.428304e-01 24 21 0.056 . 2
## 6: 0.34375 7.140821e-02 24 20 0.56 :( 2
## 7: 0.40625 7.144466e-02 24 21 0.35 :( 2
## 8: 0.46875 1.428306e-01 24 21 0.12 :( 2
## 9: 0.53125 1.785597e-01 22 20 0.044 * 17
## 10: 0.59375 2.143152e-01 24 18 0.033 * 17
## 11: 0.65625 2.933598e-01 22 14 0.06 . 2
## 12: 0.71875 0.000000e+00 22 8 <NA> 2
## 13: 0.78125 0.000000e+00 13 1 <NA> 2
## 14: 0.84375 0.000000e+00 0 0 <NA> 2
## 15: 0.90625 0.000000e+00 0 0 <NA> 2
## 16: 0.96875 0.000000e+00 0 0 <NA> 2
## shapesrnd
## 1: 1
## 2: 1
## 3: 1
## 4: 1
## 5: 1
## 6: 1
## 7: 1
## 8: 1
## 9: 16
## 10: 16
## 11: 1
## 12: 1
## 13: 1
## 14: 1
## 15: 1
## 16: 1
## Warning: Removed 8 rows containing missing values (geom_point).
## Warning: Removed 8 rows containing missing values (geom_point).
## Warning: Removed 8 rows containing missing values (geom_point).
## Warning: Removed 8 rows containing missing values (geom_point).
## Warning: Removed 8 rows containing missing values (geom_point).
## Warning: Removed 8 rows containing missing values (geom_point).
## Warning: Removed 8 rows containing missing values (geom_point).
## Warning: Removed 8 rows containing missing values (geom_point).
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): requested conf.level not achievable
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## obj.diff.bin subj.diff.delta.rnd.dda n.rnd n.dda pval shapesdda
## 1: 0.03125 0.000000e+00 0 0 <NA> 2
## 2: 0.09375 0.000000e+00 0 0 <NA> 2
## 3: 0.15625 0.000000e+00 4 1 <NA> 2
## 4: 0.21875 1.478032e-05 16 10 0.69 :( 2
## 5: 0.28125 -1.432985e-05 23 36 0.9 :( 2
## 6: 0.34375 -7.987186e-06 23 44 0.75 :( 2
## 7: 0.40625 3.516454e-05 24 45 0.78 :( 2
## 8: 0.46875 7.135856e-02 24 45 0.26 :( 2
## 9: 0.53125 1.904293e-01 24 45 0.0014 ** 17
## 10: 0.59375 2.142860e-01 21 43 0.0023 ** 17
## 11: 0.65625 2.380625e-01 24 31 0.015 * 17
## 12: 0.71875 3.808929e-01 25 17 7e-04 *** 17
## 13: 0.78125 0.000000e+00 24 5 <NA> 2
## 14: 0.84375 0.000000e+00 22 1 <NA> 2
## 15: 0.90625 0.000000e+00 7 0 <NA> 2
## 16: 0.96875 0.000000e+00 0 0 <NA> 2
## shapesrnd
## 1: 1
## 2: 1
## 3: 1
## 4: 1
## 5: 1
## 6: 1
## 7: 1
## 8: 1
## 9: 16
## 10: 16
## 11: 16
## 12: 16
## 13: 1
## 14: 1
## 15: 1
## 16: 1
## Warning: Removed 7 rows containing missing values (geom_point).
## Warning: Removed 7 rows containing missing values (geom_point).
## Warning: Removed 7 rows containing missing values (geom_point).
## Warning: Removed 7 rows containing missing values (geom_point).

## Warning: Removed 7 rows containing missing values (geom_point).
## Warning: Removed 7 rows containing missing values (geom_point).
## Warning: Removed 7 rows containing missing values (geom_point).
## Warning: Removed 7 rows containing missing values (geom_point).
## obj.diff.bin subj.diff.delta.rnd.dda n.rnd n.dda pval shapesdda
## 1: 0.03125 0 0 0 NA 2
## 2: 0.09375 0 0 0 NA 2
## 3: 0.15625 0 0 0 NA 2
## 4: 0.21875 0 0 0 NA 2
## 5: 0.28125 0 0 0 NA 2
## 6: 0.34375 0 1 4 NA 2
## 7: 0.40625 0 2 5 NA 2
## 8: 0.46875 0 4 6 NA 2
## 9: 0.53125 0 6 8 NA 2
## 10: 0.59375 0 6 9 NA 2
## 11: 0.65625 0 8 9 NA 2
## 12: 0.71875 0 7 7 NA 2
## 13: 0.78125 0 8 4 NA 2
## 14: 0.84375 0 8 2 NA 2
## 15: 0.90625 0 8 0 NA 2
## 16: 0.96875 0 6 0 NA 2
## shapesrnd
## 1: 1
## 2: 1
## 3: 1
## 4: 1
## 5: 1
## 6: 1
## 7: 1
## 8: 1
## 9: 1
## 10: 1
## 11: 1
## 12: 1
## 13: 1
## 14: 1
## 15: 1
## 16: 1
## Warning: Removed 16 rows containing missing values (geom_point).
## Warning: Removed 16 rows containing missing values (geom_point).
## Warning: Removed 16 rows containing missing values (geom_point).
## Warning: Removed 16 rows containing missing values (geom_point).

## Warning: Removed 16 rows containing missing values (geom_point).
## Warning: Removed 16 rows containing missing values (geom_point).
## Warning: Removed 16 rows containing missing values (geom_point).
## Warning: Removed 16 rows containing missing values (geom_point).

Sensory task
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning: cannot compute confidence interval when all observations are zero
## or tied
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): requested conf.level not achievable
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## obj.diff.bin subj.diff.delta.rnd.dda n.rnd n.dda pval shapesdda
## 1: 0.03125 0.000000e+00 41 14 0.08 . 2
## 2: 0.09375 6.667905e-06 51 49 0.085 . 2
## 3: 0.15625 1.235846e-06 55 57 0.71 :( 2
## 4: 0.21875 7.405090e-05 43 49 0.36 :( 2
## 5: 0.28125 -3.594175e-05 43 47 0.18 :( 2
## 6: 0.34375 -5.843554e-05 35 41 0.68 :( 2
## 7: 0.40625 -4.398632e-02 41 38 0.47 :( 2
## 8: 0.46875 4.764294e-02 37 41 0.46 :( 2
## 9: 0.53125 2.546363e-05 29 45 0.73 :( 2
## 10: 0.59375 -8.595880e-02 35 36 0.17 :( 2
## 11: 0.65625 -4.087463e-02 35 38 0.51 :( 2
## 12: 0.71875 -2.817461e-06 36 45 0.31 :( 2
## 13: 0.78125 -3.712257e-05 43 32 0.41 :( 2
## 14: 0.84375 -1.418242e-05 43 40 0.33 :( 2
## 15: 0.90625 -5.631508e-05 51 28 0.53 :( 2
## 16: 0.96875 0.000000e+00 58 5 <NA> 2
## shapesrnd
## 1: 1
## 2: 1
## 3: 1
## 4: 1
## 5: 1
## 6: 1
## 7: 1
## 8: 1
## 9: 1
## 10: 1
## 11: 1
## 12: 1
## 13: 1
## 14: 1
## 15: 1
## 16: 1
## Warning: Removed 1 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_point).

## obj.diff.bin subj.diff.delta.rnd.dda n.rnd n.dda pval shapesdda
## 1: 0.03125 0 29 6 NA 2
## 2: 0.09375 0 28 6 NA 2
## 3: 0.15625 0 27 4 NA 2
## 4: 0.21875 0 18 4 NA 2
## 5: 0.28125 0 21 3 NA 2
## 6: 0.34375 0 17 3 NA 2
## 7: 0.40625 0 21 5 NA 2
## 8: 0.46875 0 20 3 NA 2
## 9: 0.53125 0 13 3 NA 2
## 10: 0.59375 0 20 5 NA 2
## 11: 0.65625 0 19 3 NA 2
## 12: 0.71875 0 17 1 NA 2
## 13: 0.78125 0 22 5 NA 2
## 14: 0.84375 0 21 3 NA 2
## 15: 0.90625 0 25 4 NA 2
## 16: 0.96875 0 29 1 NA 2
## shapesrnd
## 1: 1
## 2: 1
## 3: 1
## 4: 1
## 5: 1
## 6: 1
## 7: 1
## 8: 1
## 9: 1
## 10: 1
## 11: 1
## 12: 1
## 13: 1
## 14: 1
## 15: 1
## 16: 1
## Warning: Removed 16 rows containing missing values (geom_point).
## Warning: Removed 16 rows containing missing values (geom_point).
## Warning: Removed 16 rows containing missing values (geom_point).
## Warning: Removed 16 rows containing missing values (geom_point).
## Warning: Removed 16 rows containing missing values (geom_point).
## Warning: Removed 16 rows containing missing values (geom_point).
## Warning: Removed 16 rows containing missing values (geom_point).
## Warning: Removed 16 rows containing missing values (geom_point).
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): requested conf.level not achievable
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): requested conf.level not achievable
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): requested conf.level not achievable
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## obj.diff.bin subj.diff.delta.rnd.dda n.rnd n.dda pval shapesdda
## 1: 0.03125 0.000000e+00 12 8 <NA> 2
## 2: 0.09375 3.152050e-05 19 33 0.034 * 17
## 3: 0.15625 3.438347e-05 23 31 0.9 :( 2
## 4: 0.21875 8.818065e-05 19 21 0.26 :( 2
## 5: 0.28125 -4.284667e-02 18 23 0.071 . 2
## 6: 0.34375 -1.592106e-02 14 18 0.6 :( 2
## 7: 0.40625 9.445233e-06 17 13 0.98 :( 2
## 8: 0.46875 2.856914e-01 14 21 0.019 * 17
## 9: 0.53125 1.939099e-02 12 21 0.78 :( 2
## 10: 0.59375 2.045142e-02 13 13 0.82 :( 2
## 11: 0.65625 1.618905e-05 11 20 0.92 :( 2
## 12: 0.71875 4.757957e-02 16 24 0.5 :( 2
## 13: 0.78125 4.740244e-05 17 11 1 :( 2
## 14: 0.84375 3.319616e-05 18 23 0.9 :( 2
## 15: 0.90625 -4.531915e-05 21 15 0.89 :( 2
## 16: 0.96875 0.000000e+00 23 1 <NA> 2
## shapesrnd
## 1: 1
## 2: 16
## 3: 1
## 4: 1
## 5: 1
## 6: 1
## 7: 1
## 8: 16
## 9: 1
## 10: 1
## 11: 1
## 12: 1
## 13: 1
## 14: 1
## 15: 1
## 16: 1
## Warning: Removed 2 rows containing missing values (geom_point).
## Warning: Removed 2 rows containing missing values (geom_point).
## Warning: Removed 2 rows containing missing values (geom_point).
## Warning: Removed 2 rows containing missing values (geom_point).

## Warning: Removed 2 rows containing missing values (geom_point).
## Warning: Removed 2 rows containing missing values (geom_point).
## Warning: Removed 2 rows containing missing values (geom_point).
## Warning: Removed 2 rows containing missing values (geom_point).
## obj.diff.bin subj.diff.delta.rnd.dda n.rnd n.dda pval shapesdda
## 1: 0.03125 0 0 0 NA 2
## 2: 0.09375 0 4 10 NA 2
## 3: 0.15625 0 5 22 NA 2
## 4: 0.21875 0 6 24 NA 2
## 5: 0.28125 0 4 21 NA 2
## 6: 0.34375 0 4 20 NA 2
## 7: 0.40625 0 3 20 NA 2
## 8: 0.46875 0 3 17 NA 2
## 9: 0.53125 0 4 21 NA 2
## 10: 0.59375 0 2 18 NA 2
## 11: 0.65625 0 5 15 NA 2
## 12: 0.71875 0 3 20 NA 2
## 13: 0.78125 0 4 16 NA 2
## 14: 0.84375 0 4 14 NA 2
## 15: 0.90625 0 5 9 NA 2
## 16: 0.96875 0 6 3 NA 2
## shapesrnd
## 1: 1
## 2: 1
## 3: 1
## 4: 1
## 5: 1
## 6: 1
## 7: 1
## 8: 1
## 9: 1
## 10: 1
## 11: 1
## 12: 1
## 13: 1
## 14: 1
## 15: 1
## 16: 1
## Warning: Removed 16 rows containing missing values (geom_point).
## Warning: Removed 16 rows containing missing values (geom_point).
## Warning: Removed 16 rows containing missing values (geom_point).
## Warning: Removed 16 rows containing missing values (geom_point).

## Warning: Removed 16 rows containing missing values (geom_point).
## Warning: Removed 16 rows containing missing values (geom_point).
## Warning: Removed 16 rows containing missing values (geom_point).
## Warning: Removed 16 rows containing missing values (geom_point).

Logical task
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## obj.diff.bin subj.diff.delta.rnd.dda n.rnd n.dda pval shapesdda
## 1: 0.03125 1.116119e-05 36 24 0.32 :( 2
## 2: 0.09375 4.947457e-05 44 42 0.81 :( 2
## 3: 0.15625 1.477611e-02 46 56 0.16 :( 2
## 4: 0.21875 7.137753e-02 45 64 0.18 :( 2
## 5: 0.28125 4.990787e-05 42 67 0.52 :( 2
## 6: 0.34375 -1.435614e-02 42 71 0.54 :( 2
## 7: 0.40625 3.566155e-02 45 72 0.42 :( 2
## 8: 0.46875 1.427604e-01 45 73 0.029 * 17
## 9: 0.53125 9.992427e-02 41 71 0.093 . 2
## 10: 0.59375 1.428055e-01 46 69 0.014 * 17
## 11: 0.65625 1.428858e-01 40 64 0.017 * 17
## 12: 0.71875 1.190408e-01 40 57 0.047 * 17
## 13: 0.78125 1.428454e-01 49 35 0.062 . 2
## 14: 0.84375 2.856841e-01 48 20 0.00069 *** 17
## 15: 0.90625 0.000000e+00 42 4 <NA> 2
## 16: 0.96875 0.000000e+00 27 0 <NA> 2
## shapesrnd
## 1: 1
## 2: 1
## 3: 1
## 4: 1
## 5: 1
## 6: 1
## 7: 1
## 8: 16
## 9: 1
## 10: 16
## 11: 16
## 12: 16
## 13: 1
## 14: 16
## 15: 1
## 16: 1
## Warning: Removed 2 rows containing missing values (geom_point).
## Warning: Removed 2 rows containing missing values (geom_point).
## Warning: Removed 2 rows containing missing values (geom_point).
## Warning: Removed 2 rows containing missing values (geom_point).
## Warning: Removed 2 rows containing missing values (geom_point).
## Warning: Removed 2 rows containing missing values (geom_point).
## Warning: Removed 2 rows containing missing values (geom_point).
## Warning: Removed 2 rows containing missing values (geom_point).

## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## obj.diff.bin subj.diff.delta.rnd.dda n.rnd n.dda pval shapesdda
## 1: 0.03125 1.082602e-05 28 21 0.63 :( 2
## 2: 0.09375 6.822003e-05 28 25 0.98 :( 2
## 3: 0.15625 -2.911106e-05 27 24 0.97 :( 2
## 4: 0.21875 8.571696e-02 24 25 0.24 :( 2
## 5: 0.28125 -2.500450e-05 22 24 0.78 :( 2
## 6: 0.34375 6.373745e-05 21 25 0.83 :( 2
## 7: 0.40625 1.071902e-01 22 25 0.3 :( 2
## 8: 0.46875 1.706748e-01 20 25 0.14 :( 2
## 9: 0.53125 1.428459e-01 23 24 0.13 :( 2
## 10: 0.59375 1.904881e-01 24 24 0.012 * 17
## 11: 0.65625 4.029120e-05 16 21 0.64 :( 2
## 12: 0.71875 7.146692e-02 19 21 0.31 :( 2
## 13: 0.78125 1.428428e-01 23 12 0.24 :( 2
## 14: 0.84375 0.000000e+00 21 5 <NA> 2
## 15: 0.90625 0.000000e+00 13 1 <NA> 2
## 16: 0.96875 0.000000e+00 0 0 <NA> 2
## shapesrnd
## 1: 1
## 2: 1
## 3: 1
## 4: 1
## 5: 1
## 6: 1
## 7: 1
## 8: 1
## 9: 1
## 10: 16
## 11: 1
## 12: 1
## 13: 1
## 14: 1
## 15: 1
## 16: 1
## Warning: Removed 3 rows containing missing values (geom_point).
## Warning: Removed 3 rows containing missing values (geom_point).
## Warning: Removed 3 rows containing missing values (geom_point).
## Warning: Removed 3 rows containing missing values (geom_point).
## Warning: Removed 3 rows containing missing values (geom_point).
## Warning: Removed 3 rows containing missing values (geom_point).
## Warning: Removed 3 rows containing missing values (geom_point).
## Warning: Removed 3 rows containing missing values (geom_point).
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## obj.diff.bin subj.diff.delta.rnd.dda n.rnd n.dda pval shapesdda
## 1: 0.03125 0.000000e+00 8 3 <NA> 2
## 2: 0.09375 9.934239e-06 14 15 0.38 :( 2
## 3: 0.15625 1.428424e-01 18 22 0.19 :( 2
## 4: 0.21875 1.904217e-01 16 23 0.087 . 2
## 5: 0.28125 7.138906e-02 15 21 0.47 :( 2
## 6: 0.34375 -1.428877e-01 15 22 0.16 :( 2
## 7: 0.40625 -7.139764e-02 15 22 0.44 :( 2
## 8: 0.46875 1.427822e-01 15 23 0.19 :( 2
## 9: 0.53125 7.149151e-02 11 22 0.39 :( 2
## 10: 0.59375 7.148312e-02 13 21 0.33 :( 2
## 11: 0.65625 1.189913e-01 14 20 0.28 :( 2
## 12: 0.71875 4.488398e-05 14 19 0.72 :( 2
## 13: 0.78125 -5.328508e-05 17 11 0.77 :( 2
## 14: 0.84375 1.429316e-01 16 10 0.14 :( 2
## 15: 0.90625 0.000000e+00 17 3 <NA> 2
## 16: 0.96875 0.000000e+00 15 0 <NA> 2
## shapesrnd
## 1: 1
## 2: 1
## 3: 1
## 4: 1
## 5: 1
## 6: 1
## 7: 1
## 8: 1
## 9: 1
## 10: 1
## 11: 1
## 12: 1
## 13: 1
## 14: 1
## 15: 1
## 16: 1
## Warning: Removed 3 rows containing missing values (geom_point).
## Warning: Removed 3 rows containing missing values (geom_point).
## Warning: Removed 3 rows containing missing values (geom_point).
## Warning: Removed 3 rows containing missing values (geom_point).

## Warning: Removed 3 rows containing missing values (geom_point).
## Warning: Removed 3 rows containing missing values (geom_point).
## Warning: Removed 3 rows containing missing values (geom_point).
## Warning: Removed 3 rows containing missing values (geom_point).
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): requested conf.level not achievable
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.rnd, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact p-value with ties
## Warning in wilcox.test.default(subj.diff.dda, mu = obj.diff.bin.cur,
## conf.int = T): cannot compute exact confidence interval with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact p-value with ties
## Warning in wilcox.test.default(x = subj.diff.rnd, y = subj.diff.dda,
## conf.int = T, : cannot compute exact confidence intervals with ties
## obj.diff.bin subj.diff.delta.rnd.dda n.rnd n.dda pval shapesdda
## 1: 0.03125 0.0000000 0 0 <NA> 2
## 2: 0.09375 0.0000000 2 2 <NA> 2
## 3: 0.15625 0.0000000 1 10 <NA> 2
## 4: 0.21875 0.0000000 5 16 <NA> 2
## 5: 0.28125 0.0000000 5 22 <NA> 2
## 6: 0.34375 0.0000000 6 24 <NA> 2
## 7: 0.40625 0.0000000 8 25 <NA> 2
## 8: 0.46875 0.0356804 10 25 0.52 :( 2
## 9: 0.53125 0.0000000 7 25 <NA> 2
## 10: 0.59375 0.0000000 9 24 <NA> 2
## 11: 0.65625 0.3142864 10 23 0.014 * 17
## 12: 0.71875 0.0000000 7 17 <NA> 2
## 13: 0.78125 0.0000000 9 12 <NA> 2
## 14: 0.84375 0.0000000 11 5 <NA> 2
## 15: 0.90625 0.0000000 12 0 <NA> 2
## 16: 0.96875 0.0000000 12 0 <NA> 2
## shapesrnd
## 1: 1
## 2: 1
## 3: 1
## 4: 1
## 5: 1
## 6: 1
## 7: 1
## 8: 1
## 9: 1
## 10: 1
## 11: 16
## 12: 1
## 13: 1
## 14: 1
## 15: 1
## 16: 1
## Warning: Removed 14 rows containing missing values (geom_point).
## Warning: Removed 14 rows containing missing values (geom_point).
## Warning: Removed 14 rows containing missing values (geom_point).
## Warning: Removed 14 rows containing missing values (geom_point).

## Warning: Removed 14 rows containing missing values (geom_point).
## Warning: Removed 14 rows containing missing values (geom_point).
## Warning: Removed 14 rows containing missing values (geom_point).
## Warning: Removed 14 rows containing missing values (geom_point).
